Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 1851 |
| Missing cells | 109 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 376.9 KiB |
| Average record size in memory | 208.5 B |
Variable types
| CAT | 21 |
|---|---|
| NUM | 11 |
Lich2 is highly correlated with Lich1 | High correlation |
Lich1 is highly correlated with Lich2 | High correlation |
Fstf has 109 (5.9%) missing values | Missing |
SpatAvg is uniformly distributed | Uniform |
TLCar is uniformly distributed | Uniform |
TLHGV is uniformly distributed | Uniform |
df_index has unique values | Unique |
TempDist has 845 (45.7%) zeros | Zeros |
SpatDist has 1568 (84.7%) zeros | Zeros |
UArt1 has 63 (3.4%) zeros | Zeros |
AUrs1 has 1660 (89.7%) zeros | Zeros |
AUrs2 has 1840 (99.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-30 17:08:49.958958 |
|---|---|
| Analysis finished | 2020-11-30 17:09:15.961641 |
| Duration | 26 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1851 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 933.5440303 |
|---|---|
| Minimum | 0 |
| Maximum | 1866 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 92.5 |
| Q1 | 462.5 |
| median | 936 |
| Q3 | 1402.5 |
| 95-th percentile | 1773.5 |
| Maximum | 1866 |
| Range | 1866 |
| Interquartile range (IQR) | 940 |
Descriptive statistics
| Standard deviation | 540.8130821 |
|---|---|
| Coefficient of variation (CV) | 0.5793118103 |
| Kurtosis | -1.208745946 |
| Mean | 933.5440303 |
| Median Absolute Deviation (MAD) | 470 |
| Skewness | -0.003498815736 |
| Sum | 1727990 |
| Variance | 292478.7898 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1865 | 1 | 0.1% | |
| 1228 | 1 | 0.1% | |
| 1232 | 1 | 0.1% | |
| 1234 | 1 | 0.1% | |
| 1236 | 1 | 0.1% | |
| 1238 | 1 | 0.1% | |
| 1240 | 1 | 0.1% | |
| 1242 | 1 | 0.1% | |
| 1244 | 1 | 0.1% | |
| 1246 | 1 | 0.1% | |
| Other values (1841) | 1841 | 99.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1866 | 1 | 0.1% | |
| 1865 | 1 | 0.1% | |
| 1864 | 1 | 0.1% | |
| 1863 | 1 | 0.1% | |
| 1862 | 1 | 0.1% |
TempMax
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (8.999, 69.0] | |
|---|---|
| (69.0, 117.0] | |
| (211.5, 1341.0] | |
| (117.0, 211.5] |
| Value | Count | Frequency (%) | |
| (8.999, 69.0] | 473 | 25.6% | |
| (69.0, 117.0] | 470 | 25.4% | |
| (211.5, 1341.0] | 463 | 25.0% | |
| (117.0, 211.5] | 445 | 24.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 13 |
| Mean length | 13.74068071 |
| Min length | 13 |
TempAvg
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (2.999, 32.0] | |
|---|---|
| (90.0, 1326.0] | |
| (32.0, 55.0] | |
| (55.0, 90.0] |
| Value | Count | Frequency (%) | |
| (2.999, 32.0] | 474 | 25.6% | |
| (90.0, 1326.0] | 460 | 24.9% | |
| (32.0, 55.0] | 460 | 24.9% | |
| (55.0, 90.0] | 457 | 24.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 12.75310643 |
| Min length | 12 |
SpatMax
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (831.999, 4506.0] | |
|---|---|
| (8335.0, 14367.0] | |
| (14367.0, 49765.0] | |
| (4506.0, 8335.0] |
| Value | Count | Frequency (%) | |
| (831.999, 4506.0] | 466 | 25.2% | |
| (8335.0, 14367.0] | 463 | 25.0% | |
| (14367.0, 49765.0] | 462 | 25.0% | |
| (4506.0, 8335.0] | 460 | 24.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 17.0010805 |
| Min length | 16 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (2002.5, 3387.0] | |
|---|---|
| (5264.0, 17805.0] | |
| (134.999, 2002.5] | |
| (3387.0, 5264.0] |
| Value | Count | Frequency (%) | |
| (2002.5, 3387.0] | 464 | 25.1% | |
| (5264.0, 17805.0] | 463 | 25.0% | |
| (134.999, 2002.5] | 463 | 25.0% | |
| (3387.0, 5264.0] | 461 | 24.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.50027012 |
| Min length | 16 |
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.566180443 |
|---|---|
| Minimum | 0 |
| Maximum | 24 |
| Zeros | 845 |
| Zeros (%) | 45.7% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 9 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.88910785 |
|---|---|
| Coefficient of variation (CV) | 1.23767239 |
| Kurtosis | 0.1456204672 |
| Mean | 5.566180443 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.103172777 |
| Sum | 10303 |
| Variance | 47.45980697 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 845 | 45.7% | |
| 6 | 88 | 4.8% | |
| 7 | 76 | 4.1% | |
| 5 | 70 | 3.8% | |
| 8 | 67 | 3.6% | |
| 9 | 66 | 3.6% | |
| 10 | 60 | 3.2% | |
| 3 | 58 | 3.1% | |
| 12 | 51 | 2.8% | |
| 4 | 50 | 2.7% | |
| Other values (15) | 420 | 22.7% |
| Value | Count | Frequency (%) | |
| 0 | 845 | 45.7% | |
| 1 | 41 | 2.2% | |
| 2 | 32 | 1.7% | |
| 3 | 58 | 3.1% | |
| 4 | 50 | 2.7% |
| Value | Count | Frequency (%) | |
| 24 | 27 | 1.5% | |
| 23 | 21 | 1.1% | |
| 22 | 27 | 1.5% | |
| 21 | 31 | 1.7% | |
| 20 | 19 | 1.0% |
| Distinct | 220 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.50567261 |
|---|---|
| Minimum | 0 |
| Maximum | 2000 |
| Zeros | 1568 |
| Zeros (%) | 84.7% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 650.5 |
| Maximum | 2000 |
| Range | 2000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 281.6624937 |
|---|---|
| Coefficient of variation (CV) | 3.294079622 |
| Kurtosis | 18.39684028 |
| Mean | 85.50567261 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.148671881 |
| Sum | 158271 |
| Variance | 79333.76037 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1568 | 84.7% | |
| 250 | 15 | 0.8% | |
| 750 | 8 | 0.4% | |
| 1250 | 6 | 0.3% | |
| 50 | 3 | 0.2% | |
| 151 | 3 | 0.2% | |
| 290 | 3 | 0.2% | |
| 170 | 3 | 0.2% | |
| 468 | 2 | 0.1% | |
| 341 | 2 | 0.1% | |
| Other values (210) | 238 | 12.9% |
| Value | Count | Frequency (%) | |
| 0 | 1568 | 84.7% | |
| 2 | 1 | 0.1% | |
| 3 | 2 | 0.1% | |
| 7 | 1 | 0.1% | |
| 13 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2000 | 2 | 0.1% | |
| 1975 | 1 | 0.1% | |
| 1960 | 1 | 0.1% | |
| 1949 | 1 | 0.1% | |
| 1906 | 1 | 0.1% |
Coverage
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (4.999, 28.0] | |
|---|---|
| (41.0, 59.0] | |
| (28.0, 41.0] | |
| (59.0, 100.0] |
| Value | Count | Frequency (%) | |
| (4.999, 28.0] | 492 | 26.6% | |
| (41.0, 59.0] | 484 | 26.1% | |
| (28.0, 41.0] | 440 | 23.8% | |
| (59.0, 100.0] | 435 | 23.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.50081037 |
| Min length | 12 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (999.999, 1265.0] | |
|---|---|
| (1522.0, 1765.0] | |
| (1765.0, 1999.0] | |
| (1265.0, 1522.0] |
| Value | Count | Frequency (%) | |
| (999.999, 1265.0] | 464 | 25.1% | |
| (1522.0, 1765.0] | 463 | 25.0% | |
| (1765.0, 1999.0] | 462 | 25.0% | |
| (1265.0, 1522.0] | 462 | 25.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 16.25067531 |
| Min length | 16 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| (499.999, 621.0] | |
|---|---|
| (745.0, 871.0] | |
| (871.0, 999.0] | |
| (621.0, 745.0] |
| Value | Count | Frequency (%) | |
| (499.999, 621.0] | 464 | 25.1% | |
| (745.0, 871.0] | 463 | 25.0% | |
| (871.0, 999.0] | 462 | 25.0% | |
| (621.0, 745.0] | 462 | 25.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 14.50135062 |
| Min length | 14 |
Strasse
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| A3 | |
|---|---|
| A9 | |
| A96 | |
| A7 | |
| A73 | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| A3 | 559 | 30.2% | |
| A9 | 466 | 25.2% | |
| A96 | 155 | 8.4% | |
| A7 | 130 | 7.0% | |
| A73 | 129 | 7.0% | |
| A6 | 127 | 6.9% | |
| A99 | 116 | 6.3% | |
| A92 | 66 | 3.6% | |
| A94 | 37 | 2.0% | |
| A70 | 31 | 1.7% | |
| Other values (7) | 35 | 1.9% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.30902215 |
| Min length | 2 |
Kat
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 3 | |
|---|---|
| 7 | |
| 2 | |
| 1 | 36 |
| Value | Count | Frequency (%) | |
| 3 | 881 | 47.6% | |
| 7 | 718 | 38.8% | |
| 2 | 216 | 11.7% | |
| 1 | 36 | 1.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Typ
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.048082118 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.951675744 |
|---|---|
| Coefficient of variation (CV) | 0.3866172734 |
| Kurtosis | 0.1886709966 |
| Mean | 5.048082118 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.379065019 |
| Sum | 9344 |
| Variance | 3.809038212 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 1299 | 70.2% | |
| 1 | 300 | 16.2% | |
| 3 | 120 | 6.5% | |
| 7 | 117 | 6.3% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 300 | 16.2% | |
| 3 | 120 | 6.5% | |
| 4 | 4 | 0.2% | |
| 5 | 11 | 0.6% | |
| 6 | 1299 | 70.2% |
| Value | Count | Frequency (%) | |
| 7 | 117 | 6.3% | |
| 6 | 1299 | 70.2% | |
| 5 | 11 | 0.6% | |
| 4 | 4 | 0.2% | |
| 3 | 120 | 6.5% |
Betei
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.276607239 |
|---|---|
| Minimum | 1 |
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9626475579 |
|---|---|
| Coefficient of variation (CV) | 0.422843054 |
| Kurtosis | 42.7901568 |
| Mean | 2.276607239 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.802231857 |
| Sum | 4214 |
| Variance | 0.9266903208 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 1133 | 61.2% | |
| 3 | 355 | 19.2% | |
| 1 | 218 | 11.8% | |
| 4 | 103 | 5.6% | |
| 5 | 25 | 1.4% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 8 | 4 | 0.2% | |
| 18 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 218 | 11.8% | |
| 2 | 1133 | 61.2% | |
| 3 | 355 | 19.2% | |
| 4 | 103 | 5.6% | |
| 5 | 25 | 1.4% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.1% | |
| 8 | 4 | 0.2% | |
| 7 | 6 | 0.3% | |
| 6 | 6 | 0.3% | |
| 5 | 25 | 1.4% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.388438682 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 63 |
| Zeros (%) | 3.4% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.441722098 |
|---|---|
| Coefficient of variation (CV) | 0.7206038909 |
| Kurtosis | 0.3305547855 |
| Mean | 3.388438682 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.276964923 |
| Sum | 6272 |
| Variance | 5.962006804 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 831 | 44.9% | |
| 3 | 447 | 24.1% | |
| 8 | 165 | 8.9% | |
| 9 | 124 | 6.7% | |
| 5 | 90 | 4.9% | |
| 1 | 86 | 4.6% | |
| 0 | 63 | 3.4% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 63 | 3.4% | |
| 1 | 86 | 4.6% | |
| 2 | 831 | 44.9% | |
| 3 | 447 | 24.1% | |
| 4 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 9 | 124 | 6.7% | |
| 8 | 165 | 8.9% | |
| 7 | 35 | 1.9% | |
| 6 | 6 | 0.3% | |
| 5 | 90 | 4.9% |
UArt2
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.188006483 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.063346849 |
|---|---|
| Coefficient of variation (CV) | 16.29383626 |
| Kurtosis | 3.611958471 |
| Mean | 0.188006483 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.328552188 |
| Sum | 348 |
| Variance | 9.384093916 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 1584 | 85.6% | |
| 9 | 133 | 7.2% | |
| 8 | 69 | 3.7% | |
| 3 | 38 | 2.1% | |
| 2 | 11 | 0.6% | |
| 1 | 5 | 0.3% | |
| 7 | 4 | 0.2% | |
| 0 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 1584 | 85.6% | |
| 0 | 4 | 0.2% | |
| 1 | 5 | 0.3% | |
| 2 | 11 | 0.6% | |
| 3 | 38 | 2.1% |
| Value | Count | Frequency (%) | |
| 9 | 133 | 7.2% | |
| 8 | 69 | 3.7% | |
| 7 | 4 | 0.2% | |
| 5 | 2 | 0.1% | |
| 4 | 1 | 0.1% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.866558617 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 1660 |
| Zeros (%) | 89.7% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 73 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.27724837 |
|---|---|
| Coefficient of variation (CV) | 2.959012893 |
| Kurtosis | 5.09890963 |
| Mean | 7.866558617 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.646851476 |
| Sum | 14561 |
| Variance | 541.8302919 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1660 | 89.7% | |
| 73 | 95 | 5.1% | |
| 72 | 41 | 2.2% | |
| 89 | 18 | 1.0% | |
| 82 | 13 | 0.7% | |
| 88 | 8 | 0.4% | |
| 81 | 4 | 0.2% | |
| 86 | 3 | 0.2% | |
| 83 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| Other values (5) | 5 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 1660 | 89.7% | |
| 72 | 41 | 2.2% | |
| 73 | 95 | 5.1% | |
| 75 | 2 | 0.1% | |
| 76 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 18 | 1.0% | |
| 88 | 8 | 0.4% | |
| 87 | 1 | 0.1% | |
| 86 | 3 | 0.2% | |
| 84 | 1 | 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4667747164 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 1840 |
| Zeros (%) | 99.4% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.050807703 |
|---|---|
| Coefficient of variation (CV) | 12.96301511 |
| Kurtosis | 166.5196743 |
| Mean | 0.4667747164 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.94672183 |
| Sum | 864 |
| Variance | 36.61227386 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1840 | 99.4% | |
| 73 | 3 | 0.2% | |
| 81 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 75 | 2 | 0.1% | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1840 | 99.4% | |
| 73 | 3 | 0.2% | |
| 75 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 81 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 89 | 1 | 0.1% | |
| 84 | 1 | 0.1% | |
| 81 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 75 | 2 | 0.1% |
AufHi
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02106969206 |
|---|---|
| Minimum | -1 |
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.843055378 |
|---|---|
| Coefficient of variation (CV) | 87.4742437 |
| Kurtosis | 0.636765015 |
| Mean | 0.02106969206 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.407118823 |
| Sum | 39 |
| Variance | 3.396853125 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 1402 | 75.7% | |
| 3 | 380 | 20.5% | |
| 4 | 44 | 2.4% | |
| 5 | 16 | 0.9% | |
| 8 | 3 | 0.2% | |
| 9 | 2 | 0.1% | |
| 0 | 2 | 0.1% | |
| 2 | 1 | 0.1% | |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| -1 | 1402 | 75.7% | |
| 0 | 2 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 380 | 20.5% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.1% | |
| 8 | 3 | 0.2% | |
| 5 | 16 | 0.9% | |
| 4 | 44 | 2.4% | |
| 3 | 380 | 20.5% |
Alkoh
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| -1 | 1826 | 98.6% | |
| 1 | 25 | 1.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.986493787 |
| Min length | 1 |
Char1
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.5164775797 |
|---|---|
| Minimum | -1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 4.5 |
| Maximum | 6 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.61349837 |
|---|---|
| Coefficient of variation (CV) | -3.124043393 |
| Kurtosis | 8.099901466 |
| Mean | -0.5164775797 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.130320983 |
| Sum | -956 |
| Variance | 2.603376991 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -1 | 1694 | 91.5% | |
| 5 | 60 | 3.2% | |
| 4 | 56 | 3.0% | |
| 6 | 33 | 1.8% | |
| 2 | 8 | 0.4% |
| Value | Count | Frequency (%) | |
| -1 | 1694 | 91.5% | |
| 2 | 8 | 0.4% | |
| 4 | 56 | 3.0% | |
| 5 | 60 | 3.2% | |
| 6 | 33 | 1.8% |
| Value | Count | Frequency (%) | |
| 6 | 33 | 1.8% | |
| 5 | 60 | 3.2% | |
| 4 | 56 | 3.0% | |
| 2 | 8 | 0.4% | |
| -1 | 1694 | 91.5% |
Char2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 6 | 42 |
| Value | Count | Frequency (%) | |
| -1 | 1809 | 97.7% | |
| 6 | 42 | 2.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.977309562 |
| Min length | 1 |
Bes1
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 6 | |
| 1 | 6 |
| Value | Count | Frequency (%) | |
| -1 | 1488 | 80.4% | |
| 6 | 357 | 19.3% | |
| 1 | 6 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.803889789 |
| Min length | 1 |
Bes2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 6 | 1 |
| Value | Count | Frequency (%) | |
| -1 | 1850 | 99.9% | |
| 6 | 1 | 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.999459751 |
| Min length | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 97 |
| -1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1489 | 80.4% | |
| 2 | 262 | 14.2% | |
| 1 | 97 | 5.2% | |
| -1 | 3 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.001620746 |
| Min length | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 4 | |
| 3 | 16 |
| Value | Count | Frequency (%) | |
| -1 | 1492 | 80.6% | |
| 4 | 343 | 18.5% | |
| 3 | 16 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.806050783 |
| Min length | 1 |
Zust1
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 40 |
| -1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1393 | 75.3% | |
| 1 | 413 | 22.3% | |
| 2 | 40 | 2.2% | |
| -1 | 5 | 0.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.002701243 |
| Min length | 1 |
Zust2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 2 | 17 |
| Value | Count | Frequency (%) | |
| -1 | 1834 | 99.1% | |
| 2 | 17 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.990815775 |
| Min length | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 109 |
| Missing (%) | 5.9% |
| Memory size | 14.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 | 38 |
| S | 22 |
| Other values (2) | 8 |
| Value | Count | Frequency (%) | |
| 2 | 804 | 43.4% | |
| 1 | 580 | 31.3% | |
| 3 | 290 | 15.7% | |
| 4 | 38 | 2.1% | |
| S | 22 | 1.2% | |
| 5 | 5 | 0.3% | |
| F | 3 | 0.2% | |
| (Missing) | 109 | 5.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.117774176 |
| Min length | 1 |
WoTag
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| Fr | |
|---|---|
| Do | |
| Mi | |
| Di | |
| Mo | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| Fr | 330 | 17.8% | |
| Do | 293 | 15.8% | |
| Mi | 287 | 15.5% | |
| Di | 280 | 15.1% | |
| Mo | 255 | 13.8% | |
| So | 204 | 11.0% | |
| Sa | 190 | 10.3% | |
| 12 | 0.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.987034036 |
| Min length | 0 |
FeiTag
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| -1 | |
|---|---|
| 1 | 47 |
| Value | Count | Frequency (%) | |
| -1 | 1804 | 97.5% | |
| 1 | 47 | 2.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.97460832 |
| Min length | 1 |
Month
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| Jul | |
|---|---|
| Aug | |
| Oct | |
| Sep | |
| Jun | |
| Other values (7) |
| Value | Count | Frequency (%) | |
| Jul | 238 | 12.9% | |
| Aug | 220 | 11.9% | |
| Oct | 166 | 9.0% | |
| Sep | 162 | 8.8% | |
| Jun | 158 | 8.5% | |
| Apr | 150 | 8.1% | |
| Mar | 142 | 7.7% | |
| Nov | 141 | 7.6% | |
| Dec | 137 | 7.4% | |
| May | 137 | 7.4% | |
| Other values (2) | 200 | 10.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | (211.5, 1341.0] | (90.0, 1326.0] | (4506.0, 8335.0] | (3387.0, 5264.0] | 0 | 0 | (59.0, 100.0] | (1522.0, 1765.0] | (621.0, 745.0] | A3 | 2 | 1 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | Di | 1 | Jan |
| 1 | 1 | (8.999, 69.0] | (2.999, 32.0] | (4506.0, 8335.0] | (3387.0, 5264.0] | 10 | 0 | (28.0, 41.0] | (1522.0, 1765.0] | (621.0, 745.0] | A6 | 3 | 6 | 3 | 2 | -1 | 89 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | Di | 1 | Jan |
| 2 | 2 | (117.0, 211.5] | (55.0, 90.0] | (8335.0, 14367.0] | (5264.0, 17805.0] | 0 | 0 | (41.0, 59.0] | (1265.0, 1522.0] | (745.0, 871.0] | A3 | 3 | 6 | 5 | 2 | 9 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | Mi | -1 | Jan |
| 3 | 3 | (117.0, 211.5] | (55.0, 90.0] | (8335.0, 14367.0] | (5264.0, 17805.0] | 1 | 996 | (41.0, 59.0] | (1265.0, 1522.0] | (745.0, 871.0] | A3 | 3 | 6 | 7 | 2 | -1 | 82 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | -1 | 2 | Mi | -1 | Jan |
| 4 | 4 | (117.0, 211.5] | (32.0, 55.0] | (14367.0, 49765.0] | (5264.0, 17805.0] | 0 | 0 | (4.999, 28.0] | (1265.0, 1522.0] | (499.999, 621.0] | A3 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | NaN | Mi | -1 | Jan |
| 5 | 5 | (8.999, 69.0] | (2.999, 32.0] | (4506.0, 8335.0] | (2002.5, 3387.0] | 0 | 0 | (41.0, 59.0] | (999.999, 1265.0] | (745.0, 871.0] | A6 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | 1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | Mi | -1 | Jan |
| 6 | 6 | (211.5, 1341.0] | (90.0, 1326.0] | (14367.0, 49765.0] | (3387.0, 5264.0] | 0 | 0 | (4.999, 28.0] | (999.999, 1265.0] | (621.0, 745.0] | A9 | 7 | 1 | 3 | 3 | -1 | 72 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 1 | 2 | 1 | Mi | -1 | Jan |
| 7 | 7 | (211.5, 1341.0] | (90.0, 1326.0] | (8335.0, 14367.0] | (5264.0, 17805.0] | 11 | 0 | (41.0, 59.0] | (1522.0, 1765.0] | (621.0, 745.0] | A3 | 3 | 7 | 3 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 2 | Do | -1 | Jan |
| 8 | 8 | (117.0, 211.5] | (32.0, 55.0] | (4506.0, 8335.0] | (2002.5, 3387.0] | 0 | 0 | (41.0, 59.0] | (1765.0, 1999.0] | (871.0, 999.0] | A9 | 7 | 1 | 2 | 3 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 1 | Fr | -1 | Jan |
| 9 | 9 | (69.0, 117.0] | (55.0, 90.0] | (8335.0, 14367.0] | (2002.5, 3387.0] | 0 | 112 | (4.999, 28.0] | (1522.0, 1765.0] | (871.0, 999.0] | A9 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 1 | -1 | 4 | Fr | -1 | Jan |
Last rows
| df_index | TempMax | TempAvg | SpatMax | SpatAvg | TempDist | SpatDist | Coverage | TLCar | TLHGV | Strasse | Kat | Typ | Betei | UArt1 | UArt2 | AUrs1 | AUrs2 | AufHi | Alkoh | Char1 | Char2 | Bes1 | Bes2 | Lich1 | Lich2 | Zust1 | Zust2 | Fstf | WoTag | FeiTag | Month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1841 | 1857 | (69.0, 117.0] | (55.0, 90.0] | (831.999, 4506.0] | (2002.5, 3387.0] | 8 | 0 | (59.0, 100.0] | (1265.0, 1522.0] | (499.999, 621.0] | A7 | 3 | 1 | 1 | 9 | -1 | 0 | 0 | 3 | -1 | 6 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | Fr | -1 | Dec |
| 1842 | 1858 | (211.5, 1341.0] | (32.0, 55.0] | (14367.0, 49765.0] | (5264.0, 17805.0] | 0 | 0 | (4.999, 28.0] | (1265.0, 1522.0] | (745.0, 871.0] | A9 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | F | Fr | -1 | Dec |
| 1843 | 1859 | (211.5, 1341.0] | (90.0, 1326.0] | (14367.0, 49765.0] | (5264.0, 17805.0] | 0 | 0 | (4.999, 28.0] | (1765.0, 1999.0] | (621.0, 745.0] | A7 | 3 | 1 | 4 | 2 | 9 | 0 | 0 | 3 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 2 | -1 | Dec | |
| 1844 | 1860 | (117.0, 211.5] | (90.0, 1326.0] | (14367.0, 49765.0] | (3387.0, 5264.0] | 16 | 0 | (28.0, 41.0] | (1765.0, 1999.0] | (499.999, 621.0] | A7 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | Sa | -1 | Dec |
| 1845 | 1861 | (8.999, 69.0] | (2.999, 32.0] | (831.999, 4506.0] | (2002.5, 3387.0] | 22 | 0 | (59.0, 100.0] | (999.999, 1265.0] | (871.0, 999.0] | A9 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | So | -1 | Dec |
| 1846 | 1862 | (8.999, 69.0] | (2.999, 32.0] | (8335.0, 14367.0] | (5264.0, 17805.0] | 11 | 0 | (59.0, 100.0] | (1765.0, 1999.0] | (499.999, 621.0] | A9 | 3 | 7 | 3 | 4 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 3 | So | -1 | Dec |
| 1847 | 1863 | (117.0, 211.5] | (32.0, 55.0] | (4506.0, 8335.0] | (2002.5, 3387.0] | 12 | 750 | (41.0, 59.0] | (1765.0, 1999.0] | (499.999, 621.0] | A9 | 7 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | 6 | -1 | 0 | -1 | 0 | -1 | 1 | So | -1 | Dec |
| 1848 | 1864 | (69.0, 117.0] | (55.0, 90.0] | (831.999, 4506.0] | (3387.0, 5264.0] | 0 | 0 | (59.0, 100.0] | (1265.0, 1522.0] | (621.0, 745.0] | A92 | 3 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | 1 | -1 | -1 | -1 | -1 | 2 | 4 | 0 | -1 | 2 | So | -1 | Dec |
| 1849 | 1865 | (69.0, 117.0] | (55.0, 90.0] | (831.999, 4506.0] | (2002.5, 3387.0] | 4 | 0 | (59.0, 100.0] | (1765.0, 1999.0] | (871.0, 999.0] | A3 | 3 | 6 | 3 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 2 | 3 | 0 | -1 | 2 | -1 | Dec | |
| 1850 | 1866 | (8.999, 69.0] | (55.0, 90.0] | (831.999, 4506.0] | (134.999, 2002.5] | 6 | 0 | (59.0, 100.0] | (999.999, 1265.0] | (499.999, 621.0] | A71 | 2 | 6 | 2 | 2 | -1 | 0 | 0 | -1 | -1 | -1 | -1 | -1 | -1 | 0 | -1 | 0 | -1 | 1 | Di | -1 | Dec |